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Four paths. The weights stay theirs.

These are unofficial walkthroughs that point at ConvAI’s cards and at public ports other people published. The lessons are free. A paid 1:1 walkthrough can be requested if you want a person on the call.

Start · 12 min · Free

Pick a checkpoint on purpose

English, multilingual, or the typed-decisions specialist. The authors already say which one to load. This walkthrough just puts that choice in order.

Open this path

Start · 18 min · Free

Ask a typed question

choice, score, and noul. You define the options. The model returns a distribution. There is no paragraph to parse.

Open this path

On-device · 25 min · Free

Run it on a Mac

MLX and Core ML ports other people published. Latency numbers on those cards are theirs. This path only points at the right repo.

Open this path

Paid walkthrough

The pages stay free. If you want someone to sit on a call and pick a runtime with you, send a request. No card is charged here.

Optional. A Mac, a browser loop, or a checkpoint you already picked.

Free lessons stay up. This only queues a person.